Qsiprep coherence index

I was wondering if someone can point to me how QSiprep processes the data which results in an increase of the coherence index? I have processed some of the DWI with QSIprep and I noticed a clear difference in coherence index of the raw and processed images. Here is the plot that shows the difference.

Any thoughts on what is happening under the hood?